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ADA - Language model for recognizing indicators of violence and conflict

Description

In the beginning of 2021, the municipality of Strängnäs developed the language model (NLP) "ADA" to facilitate the work of social workers. The idea is that the language model will provide a warning when it detects signs of violence and conflict in reports of child safety concerns. The ADA uses both new and previous cases involving the child to make its assessment. The capacity of the model has been demonstrated and improvements and expansions have been identified.

Files & media
Organization

Strängnäs Municipality

URL
https://www.vinnova.se/p/orosanmalan-och-machine-learning/